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Research-grade CFCO: Coalition Formation for Collaborative VEC
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Topology: 1D, N=60, runs=10, seeds=[2024, 42, 123, 7, 99, 314, 2023, 1, 88, 555]
Algorithms: ['CFCO', 'Singleton', 'MEC-only', 'Random', 'SNR-Greedy', 'Cap-Greedy', 'Matching', 'BR-LS', 'SA']

Running main experiment...

Main results (mean +/- std):
Algorithm                SW   Delay(s)    MaxD(s)  Energy(J)  Success     Jain Runtime(s)
CFCO                 481.28     0.2254     0.6327     0.9350    0.998    0.716     9.1679
Singleton            378.05     0.3183     0.9578     1.0841    0.967    0.606     0.7504
MEC-only             281.45     0.4547     0.9233     0.4085    0.940    0.505     0.7628
Random               263.10     0.4149     0.8158     1.4146    0.973    0.410     0.1274
SNR-Greedy           398.27     0.2560     0.6380     1.4351    0.998    0.571     0.3519
Cap-Greedy           397.83     0.2578     0.6352     1.4277    0.998    0.576     0.3692
Matching             400.70     0.2950     0.8100     1.0438    0.990    0.646     0.7674
BR-LS                480.24     0.2298     0.6373     0.9097    0.998    0.713   110.8539
SA                   428.88     0.2836     0.8004     0.8187    0.987    0.683    11.7953

Paired Wilcoxon tests against CFCO:
  Singleton    SW: diff=103.232, p=9.7656e-04
  MEC-only     SW: diff=199.823, p=9.7656e-04
  Random       SW: diff=218.179, p=9.7656e-04
  SNR-Greedy   SW: diff=83.010, p=9.7656e-04
  Cap-Greedy   SW: diff=83.450, p=9.7656e-04
  Matching     SW: diff=80.579, p=9.7656e-04
  BR-LS        SW: diff=1.036, p=2.4414e-02
  SA           SW: diff=52.393, p=9.7656e-04

Running small-scale exact optimality-gap experiment (N=12)...
  CFCO exact optimality gap: 0.03% +/- 0.06% over 10 seeds

Running scenario sweeps...
Scenario sweeps use 5 seed(s): [2024, 42, 123, 7, 99]

Generating plots...
Writing Excel, LaTeX tables, and config snapshot...
  Excel: /tmp/zkl/CFCO_10NG/results/plot_data.xlsx
  LaTeX main table: /tmp/zkl/CFCO_10NG/results/table_main_results.tex
  LaTeX scenario table: /tmp/zkl/CFCO_10NG/results/table_scenarios.tex
  LaTeX significance table: /tmp/zkl/CFCO_10NG/results/table_significance.tex
  LaTeX ILP gap table: /tmp/zkl/CFCO_10NG/results/table_ilp_gap.tex
  Config snapshot: /tmp/zkl/CFCO_10NG/results/config_used.json

All tasks completed successfully.